{"id":"https://openalex.org/W2984642011","doi":"https://doi.org/10.1515/auto-2019-0075","title":"Surrogate models in bidirectional optimization of coupled microgrids","display_name":"Surrogate models in bidirectional optimization of coupled microgrids","publication_year":2019,"publication_date":"2019-11-18","ids":{"openalex":"https://openalex.org/W2984642011","doi":"https://doi.org/10.1515/auto-2019-0075","mag":"2984642011"},"language":"en","primary_location":{"id":"doi:10.1515/auto-2019-0075","is_oa":true,"landing_page_url":"https://doi.org/10.1515/auto-2019-0075","pdf_url":null,"source":{"id":"https://openalex.org/S4210170077","display_name":"at - Automatisierungstechnik","issn_l":"0178-2312","issn":["0178-2312","2196-677X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"at - Automatisierungstechnik","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1515/auto-2019-0075","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083694047","display_name":"Manuel Baumann","orcid":"https://orcid.org/0000-0002-2198-3080"},"institutions":[{"id":"https://openalex.org/I149899117","display_name":"Max Planck Society","ror":"https://ror.org/01hhn8329","country_code":"DE","type":"funder","lineage":["https://openalex.org/I149899117"]},{"id":"https://openalex.org/I4210127568","display_name":"Max Planck Institute for Dynamics of Complex Technical Systems","ror":"https://ror.org/030h7k016","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210127568"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Manuel Baumann","raw_affiliation_strings":["Max Planck Institute for Dynamics of Complex Technical Systems , Magdeburg , Germany","Max-Planck-Society"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Dynamics of Complex Technical Systems , Magdeburg , Germany","institution_ids":["https://openalex.org/I4210127568"]},{"raw_affiliation_string":"Max-Planck-Society","institution_ids":["https://openalex.org/I149899117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074036913","display_name":"Sara Grundel","orcid":"https://orcid.org/0000-0002-0209-6566"},"institutions":[{"id":"https://openalex.org/I149899117","display_name":"Max Planck Society","ror":"https://ror.org/01hhn8329","country_code":"DE","type":"funder","lineage":["https://openalex.org/I149899117"]},{"id":"https://openalex.org/I4210127568","display_name":"Max Planck Institute for Dynamics of Complex Technical Systems","ror":"https://ror.org/030h7k016","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210127568"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sara Grundel","raw_affiliation_strings":["Max Planck Institute for Dynamics of Complex Technical Systems , Magdeburg , Germany","Max-Planck-Society"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Dynamics of Complex Technical Systems , Magdeburg , Germany","institution_ids":["https://openalex.org/I4210127568"]},{"raw_affiliation_string":"Max-Planck-Society","institution_ids":["https://openalex.org/I149899117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083162214","display_name":"Philipp Sauerteig","orcid":"https://orcid.org/0000-0002-5975-5147"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philipp Sauerteig","raw_affiliation_strings":["26559 Technische Universit\u00e4t Ilmenau , Ilmenau , Germany","Technische Universitat Ilmenau#TAB#"],"affiliations":[{"raw_affiliation_string":"26559 Technische Universit\u00e4t Ilmenau , Ilmenau , Germany","institution_ids":["https://openalex.org/I119449181"]},{"raw_affiliation_string":"Technische Universitat Ilmenau#TAB#","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013958333","display_name":"Karl Worthmann","orcid":"https://orcid.org/0000-0002-1450-2373"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Karl Worthmann","raw_affiliation_strings":["26559 Technische Universit\u00e4t Ilmenau , Ilmenau , Germany","Technische Universitat Ilmenau#TAB#"],"affiliations":[{"raw_affiliation_string":"26559 Technische Universit\u00e4t Ilmenau , Ilmenau , Germany","institution_ids":["https://openalex.org/I119449181"]},{"raw_affiliation_string":"Technische Universitat Ilmenau#TAB#","institution_ids":["https://openalex.org/I119449181"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083694047"],"corresponding_institution_ids":["https://openalex.org/I149899117","https://openalex.org/I4210127568"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11667832,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"67","issue":"12","first_page":"1035","last_page":"1046"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/microgrid","display_name":"Microgrid","score":0.9433581233024597},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6810281872749329},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.6151309609413147},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6116628646850586},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5972938537597656},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5602002739906311},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5458396673202515},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5198798179626465},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.5122410655021667},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.4542747437953949},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.42320847511291504},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.41955041885375977},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3445347547531128},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.26659345626831055},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16103100776672363},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.131556898355484},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1077607274055481},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09774768352508545},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.06465572118759155}],"concepts":[{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.9433581233024597},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6810281872749329},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6151309609413147},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6116628646850586},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5972938537597656},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5602002739906311},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5458396673202515},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5198798179626465},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.5122410655021667},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4542747437953949},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.42320847511291504},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.41955041885375977},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3445347547531128},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.26659345626831055},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16103100776672363},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.131556898355484},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1077607274055481},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09774768352508545},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.06465572118759155},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1515/auto-2019-0075","is_oa":true,"landing_page_url":"https://doi.org/10.1515/auto-2019-0075","pdf_url":null,"source":{"id":"https://openalex.org/S4210170077","display_name":"at - Automatisierungstechnik","issn_l":"0178-2312","issn":["0178-2312","2196-677X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"at - Automatisierungstechnik","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1911.04547","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1911.04547","pdf_url":"https://arxiv.org/pdf/1911.04547","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:pure.mpg.de:item_3179618","is_oa":true,"landing_page_url":"http://hdl.handle.net/21.11116/0000-0005-50B2-7","pdf_url":"https://hdl.handle.net/21.11116/0000-0005-5194-8","source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"at-Automatisierungstechnik","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.48550/arxiv.1911.04547","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1911.04547","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"mag:2984642011","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.1515/auto-2019-0075","is_oa":true,"landing_page_url":"https://doi.org/10.1515/auto-2019-0075","pdf_url":null,"source":{"id":"https://openalex.org/S4210170077","display_name":"at - Automatisierungstechnik","issn_l":"0178-2312","issn":["0178-2312","2196-677X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"at - Automatisierungstechnik","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G294442885","display_name":null,"funder_award_id":"WO\u20092056/6-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4264715599","display_name":null,"funder_award_id":"05M18SIA","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G7896242004","display_name":null,"funder_award_id":"05M18EVA","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W746579271","https://openalex.org/W1597405158","https://openalex.org/W1603765807","https://openalex.org/W1631623342","https://openalex.org/W1695563742","https://openalex.org/W1759197186","https://openalex.org/W2007734911","https://openalex.org/W2020461534","https://openalex.org/W2027327378","https://openalex.org/W2031464736","https://openalex.org/W2056686206","https://openalex.org/W2080048739","https://openalex.org/W2092252110","https://openalex.org/W2109191831","https://openalex.org/W2164278908","https://openalex.org/W2277615321","https://openalex.org/W2345986964","https://openalex.org/W2549950425","https://openalex.org/W2557283755","https://openalex.org/W2563378438","https://openalex.org/W2614367549","https://openalex.org/W2765742741","https://openalex.org/W2783504145","https://openalex.org/W2804383193","https://openalex.org/W2808732454","https://openalex.org/W2888100632","https://openalex.org/W2894601657","https://openalex.org/W2901312569","https://openalex.org/W2970493534","https://openalex.org/W2990948720","https://openalex.org/W3029645440","https://openalex.org/W4251512373","https://openalex.org/W4292363360","https://openalex.org/W6730267373","https://openalex.org/W6736498819"],"related_works":["https://openalex.org/W2992690715","https://openalex.org/W2990948720","https://openalex.org/W2787034034","https://openalex.org/W2906570362","https://openalex.org/W2805715046","https://openalex.org/W2795103055","https://openalex.org/W2980479774","https://openalex.org/W2525707554","https://openalex.org/W2904715777","https://openalex.org/W2764190506","https://openalex.org/W2885669798","https://openalex.org/W3106327698","https://openalex.org/W2794313142","https://openalex.org/W2999645553","https://openalex.org/W3162602973","https://openalex.org/W2766211433","https://openalex.org/W2553595431","https://openalex.org/W2151795203","https://openalex.org/W3207078867","https://openalex.org/W2807736764"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"energy":[2,10,19],"transition":[3],"entails":[4],"a":[5,37,53,58],"rapid":[6],"uptake":[7],"of":[8,60,107],"renewable":[9],"sources.":[11],"Besides":[12],"physical":[13],"changes":[14],"within":[15],"the":[16,31,43,80,83],"grid":[17,125],"infrastructure,":[18],"storage":[20],"devices":[21],"and":[22,110],"their":[23],"smart":[24],"operation":[25],"are":[26,72],"key":[27],"measures":[28],"to":[29,78,99],"master":[30],"resulting":[32],"challenges":[33],"like,":[34],"e.":[35],"g.,":[36],"highly":[38],"fluctuating":[39],"power":[40],"generation.":[41],"For":[42],"latter,":[44],"optimization":[45,66,81],"based":[46,117],"control":[47],"has":[48],"demonstrated":[49],"its":[50,112],"potential":[51],"on":[52,82,118],"microgrid":[54,84],"level.":[55],"However,":[56],"if":[57],"network":[59],"coupled":[61],"microgrids":[62],"is":[63],"considered,":[64],"iterative":[65,102],"schemes":[67],"including":[68],"several":[69],"communication":[70],"rounds":[71],"typically":[73],"used.":[74],"Here,":[75],"we":[76],"propose":[77],"replace":[79],"level":[85],"by":[86,114,122],"using":[87],"surrogate":[88],"models":[89],"either":[90],"derived":[91],"from":[92],"radial":[93],"basis":[94],"functions":[95],"or":[96],"neural":[97],"networks":[98],"avoid":[100],"this":[101],"procedure.":[103],"We":[104],"prove":[105],"well-posedness":[106],"our":[108],"approach":[109],"demonstrate":[111],"efficiency":[113],"numerical":[115],"simulations":[116],"real":[119],"data":[120],"provided":[121],"an":[123],"Australian":[124],"operator.":[126]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
